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Why does one hot encoding improve machine learning performance?

...h" and "US". Assume, without loss of generality, that these are encoded as 0, 1 and 2. You then have a weight w for this feature in a linear classifier, which will make some kind of decision based on the constraint w×x + b > 0, or equivalently w×x < b. The problem now is that the weight w c...
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Check if UIColor is dark or bright?

...o use is ((Red value * 299) + (Green value * 587) + (Blue value * 114)) / 1000. share | improve this answer | follow | ...
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Creating a comma separated list from IList or IEnumerable

...ng"}; string joined = string.Join(",", strings); Detail & Pre .Net 4.0 Solutions IEnumerable<string> can be converted into a string array very easily with LINQ (.NET 3.5): IEnumerable<string> strings = ...; string[] array = strings.ToArray(); It's easy enough to write the equiv...
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dplyr summarise: Equivalent of “.drop=FALSE” to keep groups with zero length in output

... Since dplyr 0.8 group_by gained the .drop argument that does just what you asked for: df = data.frame(a=rep(1:3,4), b=rep(1:2,6)) df$b = factor(df$b, levels=1:3) df %>% group_by(b, .drop=FALSE) %>% summarise(count_a=length(a)...
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Validate decimal numbers in JavaScript - IsNumeric()

... 2908 @Joel's answer is pretty close, but it will fail in the following cases: // Whitespace strings...
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Format number to 2 decimal places

... You want to use the TRUNCATE command. https://dev.mysql.com/doc/refman/8.0/en/mathematical-functions.html#function_truncate share | improve this answer | follow ...
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Common MySQL fields and their appropriate data types

... answered Dec 10 '08 at 0:57 da5idda5id 8,83288 gold badges3636 silver badges5050 bronze badges ...
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How to read the content of a file to a string in C?

...-codes for fseek, ftell and fread. (omitted for clarity). char * buffer = 0; long length; FILE * f = fopen (filename, "rb"); if (f) { fseek (f, 0, SEEK_END); length = ftell (f); fseek (f, 0, SEEK_SET); buffer = malloc (length); if (buffer) { fread (buffer, 1, length, f); } fclo...
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Generate a Hash from string in Javascript

...perty(String.prototype, 'hashCode', { value: function() { var hash = 0, i, chr; for (i = 0; i < this.length; i++) { chr = this.charCodeAt(i); hash = ((hash << 5) - hash) + chr; hash |= 0; // Convert to 32bit integer } return hash; } }); Source: htt...
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Imply bit with constant 1 or 0 in SQL Server

Is it possible to express 1 or 0 as a bit when used as a field value in a select statement? 8 Answers ...